An improved cascade RCNN detection method for key components and defects of transmission lines

Abstract Overhead transmission line detection based on deep learning of aerial images taken by UAVs has been widely investigated. Despite its success, it is limited by several factors, including inappropriate evaluation criteria and dramatic scaling of components in the images. To mitigate these iss...

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Bibliographic Details
Main Authors: Chao Dong, Ke Zhang, Zhiyuan Xie, Chaojun Shi
Format: Article
Language:English
Published: Wiley 2023-10-01
Series:IET Generation, Transmission & Distribution
Subjects:
Online Access:https://doi.org/10.1049/gtd2.12948